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105
Voted
DIS
2006
Springer
15 years 7 months ago
Experiences from a Socio-economic Application of Induction Trees
This paper presents a full scaled application of induction trees for non-classificatory purposes. The grown trees are used for highlighting regional differences in the women's...
Fabio B. Losa, Pau Origoni, Gilbert Ritschard
129
Voted
DIS
2008
Springer
15 years 5 months ago
Feature Selection in Taxonomies with Applications to Paleontology
Taxonomies for a set of features occur in many real-world domains. An example is provided by paleontology, where the task is to determine the age of a fossil site on the basis of t...
Gemma C. Garriga, Antti Ukkonen, Heikki Mannila
IWANN
2005
Springer
15 years 9 months ago
Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems
Carbon nanotubes are often seen as the only alternative technology to silicon transistors. While they are the most likely short-term alternative, other longer-term alternatives sho...
Hugues Berry, Olivier Temam
CSCW
2010
ACM
16 years 10 days ago
API peer reviews: a method for evaluating usability of application programming interfaces
API usability tests in the lab are time and resource intensive, thus allowing a relatively small percentage of the API namespace to be evaluated. We describe a group-based usabili...
Umer Farooq, Dieter Zirkler
116
Voted
FOCS
2009
IEEE
15 years 10 months ago
A Complete Characterization of Statistical Query Learning with Applications to Evolvability
Statistical query (SQ) learning model of Kearns is a natural restriction of the PAC learning model in which a learning algorithm is allowed to obtain estimates of statistical prop...
Vitaly Feldman